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Modeling layer adding mechanics for additive manufacturing analysis

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Hello fellow Comsol-Users,

as part of my masters thesis, I'm currently working on a simulation model to analyze the thermal conduction of support structures produced by additive manufacturing. I'm using a bulk macro-scale approach, i.e. adding a whole layer at a set temperature every few seconds. I'm planning to take at least conduction and convection into account and maybe adding radiation at a later date.

The problem is, I am struggling to build a usable, functioning model with comsol itself.

The paths I've already tried are time-dependent material additions and using methods to create multiple studies with added geometries. The time dependent addition is using the events interface (sort of a birth-and-death workaround), but the results are way off the measured data. Furthermore, using this approach, the model is only able to take conduction into account and hinders me from adding convection into the simulation (since only outermost layers can be used for convection within comsol).

After writing with support, I was advised to try the methods within the application builder - and to create multiple studies or study steps to simulate the addition of material. The good news is, the results using single layers (and manually adding a second or third one) are quite a lot better than the method using the events interface. On the other hand (as far as I can see it for now), the automation using methods is flawed. Since I'm adding new geometries to the model, I cannot use the "previous solution" choice for subsequent study steps, since comsol doesn't take initial value nodes for new geometries and hence, initializing the added layer at 0°K. The workaround for that would be using two initial value nodes, using one for the initial material deposition temperature and the other for a temperature at the end of the first simulation step.

All in all this seems to become a cluttered mess if I'd simulate close to 500 layers of material, not even regarding the combination of previous solutions into one another to get a complete set of data. So while it might be possible to simulate with this, the usability of the model seems to be rather limited.

My question to more experienced users is if you know a simpler method for this problem or can offer any advice. I'd be very grateful for you help.

Best Regards,

Max Schöler


3 Replies Last Post 2019年10月14日 GMT-4 07:39
Edgar J. Kaiser Certified Consultant

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Posted: 5 years ago 2019年10月3日 GMT-4 12:57

Hi Max,

interesting thing you are working on. I am wondering if a 'Deformed Mesh' approach with automatic remeshing after each added layer might be an option.

Cheers Edgar

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Edgar J. Kaiser
emPhys Physical Technology
www.emphys.com
Hi Max, interesting thing you are working on. I am wondering if a 'Deformed Mesh' approach with automatic remeshing after each added layer might be an option. Cheers Edgar

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Posted: 5 years ago 2019年10月3日 GMT-4 14:12

Hi Edgar,

thanks for the quick reply - I'll check it out!

Regards,

Max

Hi Edgar, thanks for the quick reply - I'll check it out! Regards, Max

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Posted: 5 years ago 2019年10月14日 GMT-4 07:39

So, after some looking into ALE/Moving/Deformed Mesh methods, it turns out that while it seems a very promising method to model material addition, it isn't able to definecomplex models with topology changes over time. While I could theoretically using this approach for something simple like a growing cylinder, a cylinder standing on a support lattice seems not to be in the realm of possibilities. Real bummer

So, after some looking into ALE/Moving/Deformed Mesh methods, it turns out that while it seems a very promising method to model material addition, it isn't able to definecomplex models with topology changes over time. While I could theoretically using this approach for something simple like a growing cylinder, a cylinder standing on a support lattice seems not to be in the realm of possibilities. Real bummer

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